OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Journal of Selected Topics in Signal Processing is 42. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)

Article	Citations
An Overview of Signal Processing Techniques for Joint Communication and Radar Sensing	345
Media Forensics and DeepFakes: An Overview	324
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing	289
Robust Detection of Image Operator Chain With Two-Stream Convolutional Neural Network	138
An Overview of Signal Processing Techniques for RIS/IRS-Aided Wireless Systems	136
Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing	124
Integrated Sensing and Communication-Assisted Orthogonal Time Frequency Space Transmission for Vehicular Networks	115
Channel Estimation for Intelligent Reflecting Surface Assisted MIMO Systems: A Tensor Modeling Approach	104
Optimization-Inspired Compact Deep Compressive Sensing	96
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection	89
Recurrent Convolutional Structures for Audio Spoof and Video Deepfake Detection	82
Self-Supervised Speech Representation Learning: A Review	82
Nonlinear Transform Coding	81
Prior-Guided Image Reconstruction for Accelerated Multi-Contrast MRI via Generative Adversarial Networks	78
Joint Transmit Waveform and Passive Beamforming Design for RIS-Aided DFRC Systems	77
4D Automotive Radar Sensing for Autonomous Vehicles: A Sparsity-Oriented Approach	74
RODNet: A Real-Time Radar Object Detection Network Cross-Supervised by Camera-Radar Fused Object 3D Localization	73
Terahertz-Band Joint Ultra-Massive MIMO Radar-Communications: Model-Based and Model-Free Hybrid Beamforming	72
Automotive Radar Signal Processing: Research Directions and Practical Challenges	68
Private 5G Networks: Concepts, Architectures, and Research Landscape	65
RARE: Image Reconstruction Using Deep Priors Learned Without Groundtruth	63
Learning for Video Compression With Recurrent Auto-Encoder and Recurrent Probability Model	62
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition	59
DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks	58
Joint Transmit Waveform and Receive Filter Design for Dual-Function Radar-Communication Systems	57

Distributed Machine Learning for Multiuser Mobile Edge Computing Systems	57
Wireless Power Transfer for Future Networks: Signal Processing, Machine Learning, Computing, and Sensing	56
Dual-Functional Radar-Communication Waveform Design: A Symbol-Level Precoding Approach	53
Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms	52
Design and Performance Evaluation of Joint Sensing and Communication Integrated System for 5G mmWave Enabled CAVs	52
FRaC: FMCW-Based Joint Radar-Communications System Via Index Modulation	51
J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction	50
Adaptive Deep Learning-Based Point Cloud Geometry Coding	50
Joint Multi-User Communication and Sensing Exploiting Both Signal and Environment Sparsity	50
Multi-User Holographic MIMO Surfaces: Channel Modeling and Spectral Efficiency Analysis	50
RIS-Assisted UAV Communications for IoT With Wireless Power Transfer Using Deep Reinforcement Learning	48
Distributed Few-Shot Learning for Intelligent Recognition of Communication Jamming	47
Rate-Splitting Multiple Access for Multi-Antenna Joint Radar and Communications	46
Multimodal MR Image Synthesis Using Gradient Prior and Adversarial Learning	45
MIMO-OFDM Joint Radar-Communications: Is ICI Friend or Foe?	44
Universal Deep Neural Network Compression	42
Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning	42
GAN-Generated Image Detection With Self-Attention Mechanism Against GAN Generator Defect	42